It is evident that Hurricane Ian's recent devastation in Florida will impact the state economically for years to come. Tragedies such as this have motivated scientists to gain a better understanding of when such events might occur and how to cope with them once they do.

Professor Catherine Blake will present the keynote at the Health Science Librarians of Illinois (HSLI) Annual Conference, which will be held virtually from September 7-9. HSLI promotes the professional and educational development of Illinois librarians, information professionals, and library students in the health sciences.

A new project led by Associate Professor Kate McDowell and Assistant Professor Matthew Turk will help libraries tell data stories that connect with their audiences. Their project, "Data Storytelling Toolkit for Librarians," has received a two-year, $99,330 grant from the Institute of Museum and Library Services (IMLS grant RE-250094-OLS-21), under the Laura Bush 21st Century Librarian Program, which supports innovative research by untenured, tenure-track faculty.

Students often have difficulty estimating how well they know a topic, which can lead to inefficient learning or suboptimal educational outcomes. A new project led by Associate Professor Dong Wang and Assistant Professor Nigel Bosch aims to improve students' ability to estimate their knowledge using artificial intelligence (AI) methods. The researchers were recently awarded a three-year, $850,000 grant from the National Science Foundation (NSF) for their project, "A Metacognitive Calibration Intervention Powered by Fair and Private Machine Learning."

Members of Associate Professor Jingrui He's research group, the iSAIL Lab, will present their research at the 28th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2022), which will be held from August 14-18 in Washington, D.C. The conference, hosted by the Association for Computing Machinery's Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), is the premier international forum for data mining researchers and practitioners from academia, industry, and government to share ideas, research, and experiences.

iSchool faculty, staff, and students presented their research at Digital Humanities 2022, the annual conference of the International Alliance of Digital Humanities Organizations. The theme of this year's conference, which was held online on July 25-29, was "Responding to Asian Diversity."

Members of Associate Professor Halil Kilicoglu's research lab won third prize, valued at $20,000, in the LitCoin Natural Language Processing (NLP) Challenge. The challenge, which was sponsored by the National Institutes of Health (NIH) National Center for Advancing Translational Sciences (NCATS), brought together government, medical research communities, and data scientists to create data-driven knowledge graphs that consolidate scientific literature knowledge across domains.

Assistant Professor JooYoung Seo has been awarded a $54,000 grant from RStudio, PBC to make its open-source scientific and technical publishing system Quarto more accessible. For his project, "Improving Accessible Reproducibility for Data Science Publishing System," he will collaborate with RStudio, PBC to develop and improve accessibility components of Quarto for people with and without dis/abilities.

The iSchool is pleased to announce that Jiaqi Ma will join the faculty as an assistant professor in August 2023, pending approval by the University of Illinois Board of Trustees. Ma is a PhD candidate in School of Information at the University of Michigan (UMSI). He earned his bachelor's degree in automation from Tsinghua University. For the 2022-2023 academic year, he will be a postdoctoral fellow at Harvard University.

Doctoral candidate Qiuyan Guo has received a 2022 Eugene Garfield Doctoral Dissertation Fellowship from Beta Phi Mu, the international library and information studies honor society. Beta Phi Mu awarded six fellowships, valued at $3,000 each, to doctoral students who are working on their dissertations in LIS, information studies, informatics, or a related field. Guo received the fellowship for her dissertation, "Exploring Chinese Celebrity Fans' Online Information Behaviors and Understandings of Their Fandom."

iSchool students, faculty, and staff presented their research at the ACM/IEEE Joint Conference on Digital Libraries (JCDL 2022), which was held in a hybrid format on June 20-24.

The iSchool is pleased to announce that Haohan Wang will join the faculty as an assistant professor in August 2022, pending approval by the University of Illinois Board of Trustees. He recently completed his PhD in computer science through the Language Technologies Institute of Carnegie Mellon University.

Insider threats are one of the top security concerns facing large organizations. Current and former employees, business partners, contractors—anyone with the right level of access to a company’s data—can pose a threat. The incidence of insider threats has increased in recent years, at a significant cost to companies. Associate Professor Jingrui He is addressing this problem in a new project that seeks to detect and predict insider threats. She has been awarded a three-year, $200,000 grant from the C3.ai Digital Transformation Institute for her project, "Multi-Facet Rare Event Modeling of Adaptive Insider Threats."

Members of Associate Professor Dong Wang's research group, the Social Sensing Lab, will present their research at The ACM Web Conference 2022. The conference, which will be held virtually April 25-29, is the premier venue to present and discuss progress in research, development, standards, and applications of topics related to the Web.

Risk assessments are conducted to determine if a chemical found in the environment is harmful to public health; for example, answering questions such as "does chemical 'x' promote cancer?" Conducting an impartial analysis of chemicals is thus critical to ensure that public policies reflect the best available scientific evidence. Unfortunately, the process of retrieving, extracting, and analyzing findings reported in scientific literature is time consuming and can delay when policies are updated to reflect new evidence.

Associate Professor Jingrui He will be a keynote speaker at the Machine Learning on Graphs Workshop during the 15th Association for Computing Machinery (ACM) International WSDM Conference. WSDM, which will be held virtually on February 21-25, is one of the premier conferences on web-inspired research involving search and data mining.

Associate Professor Jingrui He has been awarded a two-year, $149,921 grant from the National Science Foundation (NSF) to improve the performance of deep learning models. For her project, "Weakly Supervised Graph Neural Networks," she will focus on the lack of labeled data in Graph Neural Networks (GNNs), a deep learning method designed to perform inference on data described by graphs.

Members of Associate Professor Dong Wang's research group, the Social Sensing Lab, will present papers at the 2021 IEEE International Conference on Big Data (IEEE BigData 2021), which will be held virtually from December 15-18.

In addition to killing insects and weeds, pesticides can be toxic to the environment and harmful to human health. A new project led by Associate Professor Dong Wang and Huichun Zhang, Frank H. Neff Professor of Civil Engineering at Case Western Reserve University, will help scientists mitigate the environmental and ecological risks of pollutants such as pesticides and develop remediation strategies for cleaner water, soil, and air. The researchers have received a three-year, $402,773 National Science Foundation (NSF) grant for their project, "Machine Learning Modeling for the Reactivity of Organic Contaminants in Engineered and Natural Environments."

Associate Professor Jingrui He has been awarded a three-year, $500,000 grant from the National Science Foundation (NSF) to develop explainable techniques to detect and track rare categories. For her project, "RareXplain: A Computational Framework for Explainable Rare Category Analysis," she will focus on real-world problems where underrepresented, rare (abnormal) examples play critical roles, such as defective silicon wafers resulting from a new semiconductor manufacturing process and rare but severe complications (e.g., kidney failure) among diabetes patients.